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Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...最新文献

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An SMT-Based Approach for Verifying Binarized Neural Networks 基于smt的二值化神经网络验证方法
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-11-05 DOI: 10.1007/978-3-030-72013-1_11
Guy Amir, Haoze Wu, Clark W. Barrett, Guy Katz
{"title":"An SMT-Based Approach for Verifying Binarized Neural Networks","authors":"Guy Amir, Haoze Wu, Clark W. Barrett, Guy Katz","doi":"10.1007/978-3-030-72013-1_11","DOIUrl":"https://doi.org/10.1007/978-3-030-72013-1_11","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"50 1","pages":"203 - 222"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91096387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 46
Multi-objective Optimization of Long-run Average and Total Rewards 长期平均报酬与总报酬的多目标优化
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-10-26 DOI: 10.1007/978-3-030-72016-2_13
Tim Quatmann, J. Katoen
{"title":"Multi-objective Optimization of Long-run Average and Total Rewards","authors":"Tim Quatmann, J. Katoen","doi":"10.1007/978-3-030-72016-2_13","DOIUrl":"https://doi.org/10.1007/978-3-030-72016-2_13","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"96 1","pages":"230 - 249"},"PeriodicalIF":0.0,"publicationDate":"2020-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75429152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Deductive Stability Proofs for Ordinary Differential Equations 常微分方程的演绎稳定性证明
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-10-25 DOI: 10.1007/978-3-030-72013-1_10
Yong Kiam Tan, André Platzer
{"title":"Deductive Stability Proofs for Ordinary Differential Equations","authors":"Yong Kiam Tan, André Platzer","doi":"10.1007/978-3-030-72013-1_10","DOIUrl":"https://doi.org/10.1007/978-3-030-72013-1_10","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"41 1","pages":"181 - 199"},"PeriodicalIF":0.0,"publicationDate":"2020-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82348650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Analysis of Markov Jump Processes under Terminal Constraints 终端约束下马尔可夫跳跃过程分析
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-10-20 DOI: 10.1007/978-3-030-72016-2_12
Michael Backenköhler, L. Bortolussi, G. Grossmann, V. Wolf
{"title":"Analysis of Markov Jump Processes under Terminal Constraints","authors":"Michael Backenköhler, L. Bortolussi, G. Grossmann, V. Wolf","doi":"10.1007/978-3-030-72016-2_12","DOIUrl":"https://doi.org/10.1007/978-3-030-72016-2_12","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"16 1","pages":"210 - 229"},"PeriodicalIF":0.0,"publicationDate":"2020-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81167429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Directed Reachability for Infinite-State Systems 无限状态系统的定向可达性
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-10-15 DOI: 10.1007/978-3-030-72013-1_1
Michael Blondin, Christoph Haase, Philip Offtermatt
{"title":"Directed Reachability for Infinite-State Systems","authors":"Michael Blondin, Christoph Haase, Philip Offtermatt","doi":"10.1007/978-3-030-72013-1_1","DOIUrl":"https://doi.org/10.1007/978-3-030-72013-1_1","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"1 1","pages":"3 - 23"},"PeriodicalIF":0.0,"publicationDate":"2020-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79972787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Improving Neural Network Verification through Spurious Region Guided Refinement 基于伪域制导的神经网络验证改进
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-10-15 DOI: 10.1007/978-3-030-72016-2_21
Pengfei Yang, Renjue Li, Jianlin Li, Cheng-Chao Huang, Jingyi Wang, Jun Sun, Bai Xue, Lijun Zhang
{"title":"Improving Neural Network Verification through Spurious Region Guided Refinement","authors":"Pengfei Yang, Renjue Li, Jianlin Li, Cheng-Chao Huang, Jingyi Wang, Jun Sun, Bai Xue, Lijun Zhang","doi":"10.1007/978-3-030-72016-2_21","DOIUrl":"https://doi.org/10.1007/978-3-030-72016-2_21","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"15 1","pages":"389 - 408"},"PeriodicalIF":0.0,"publicationDate":"2020-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75109212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 27
Inferring Expected Runtimes of Probabilistic Integer Programs Using Expected Sizes 使用预期大小推断概率整数程序的预期运行时间
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-10-13 DOI: 10.1007/978-3-030-72016-2_14
Fabian Meyer, Marcel Hark, J. Giesl
{"title":"Inferring Expected Runtimes of Probabilistic Integer Programs Using Expected Sizes","authors":"Fabian Meyer, Marcel Hark, J. Giesl","doi":"10.1007/978-3-030-72016-2_14","DOIUrl":"https://doi.org/10.1007/978-3-030-72016-2_14","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"1 1","pages":"250 - 269"},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76377954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Bounded Model Checking for Hyperproperties 超属性的有界模型检查
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-09-18 DOI: 10.1007/978-3-030-72016-2_6
T. Hsu, César Sánchez, Borzoo Bonakdarpour
{"title":"Bounded Model Checking for Hyperproperties","authors":"T. Hsu, César Sánchez, Borzoo Bonakdarpour","doi":"10.1007/978-3-030-72016-2_6","DOIUrl":"https://doi.org/10.1007/978-3-030-72016-2_6","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"21 1","pages":"94 - 112"},"PeriodicalIF":0.0,"publicationDate":"2020-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86871115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 24
Scenario-Based Verification of Uncertain MDPs. 基于场景的不确定mdp验证。
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-04-01 Epub Date: 2020-04-17 DOI: 10.1007/978-3-030-45190-5_16
Murat Cubuktepe, Nils Jansen, Sebastian Junges, Joost-Pieter Katoen, Ufuk Topcu
{"title":"Scenario-Based Verification of Uncertain MDPs.","authors":"Murat Cubuktepe, Nils Jansen, Sebastian Junges, Joost-Pieter Katoen, Ufuk Topcu","doi":"10.1007/978-3-030-45190-5_16","DOIUrl":"10.1007/978-3-030-45190-5_16","url":null,"abstract":"<p><p>We consider Markov decision processes (MDPs) in which the transition probabilities and rewards belong to an uncertainty set parametrized by a collection of random variables. The probability distributions for these random parameters are unknown. The problem is to compute the probability to satisfy a temporal logic specification within any MDP that corresponds to a sample from these unknown distributions. In general, this problem is undecidable, and we resort to techniques from so-called scenario optimization. Based on a finite number of samples of the uncertain parameters, each of which induces an MDP, the proposed method estimates the probability of satisfying the specification by solving a finite-dimensional convex optimization problem. The number of samples required to obtain a high confidence on this estimate is independent from the number of states and the number of random parameters. Experiments on a large set of benchmarks show that a few thousand samples suffice to obtain high-quality confidence bounds with a high probability.</p>","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"12078 ","pages":"287-305"},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7402411/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38231758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mora - Automatic Generation of Moment-Based Invariants 基于矩的不变量的自动生成
Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ... Pub Date : 2020-03-13 DOI: 10.1007/978-3-030-45190-5_28
E. Bartocci, L. Kovács, Miroslav Stankovič
{"title":"Mora - Automatic Generation of Moment-Based Invariants","authors":"E. Bartocci, L. Kovács, Miroslav Stankovič","doi":"10.1007/978-3-030-45190-5_28","DOIUrl":"https://doi.org/10.1007/978-3-030-45190-5_28","url":null,"abstract":"","PeriodicalId":93056,"journal":{"name":"Tools and algorithms for the construction and analysis of systems : 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25-30, ...","volume":"82 1","pages":"492 - 498"},"PeriodicalIF":0.0,"publicationDate":"2020-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77564627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
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